Basic Statistics

Raw Counts

Name Value
Rows 9,233
Columns 26
Discrete columns 22
Continuous columns 4
All missing columns 0
Missing observations 0
Complete Rows 9,233
Total observations 240,058
Memory allocation 2.7 Mb

Percentages

Data Structure

Missing Data Profile

Univariate Distribution

Histogram

Bar Chart (with frequency)

## 6 columns ignored with more than 50 categories.
## altitudine: 145 categories
## identifcampione: 884 categories
## comune: 313 categories
## loc: 2883 categories
## dtprel: 1217 categories
## ID: 9230 categories

QQ Plot

Correlation Analysis

## 7 features with more than 20 categories ignored!
## comprensorio: 32 categories
## altitudine: 145 categories
## identifcampione: 884 categories
## comune: 313 categories
## loc: 2883 categories
## dtprel: 1217 categories
## ID: 9230 categories
## Warning in cor(x = structure(list(nconf = c(96288,
## 120338, 189743, 196270, : la deviazione standard è
## zero

Principal Component Analysis

## 6 features with more than 50 categories ignored!
## altitudine: 145 categories
## identifcampione: 884 categories
## comune: 313 categories
## loc: 2883 categories
## dtprel: 1217 categories
## ID: 9230 categories
## Warning in plot_prcomp(data = structure(list(nconf = c(96288, 120338, 189743, : The following features are dropped due to zero variance:
##  * esito3_NULL
##  * finalita_Monitoraggio.fauna.selvatica.Lombardia